
ããžã¿ã«ãæ®åããçŸä»£ãããã°ã©ãã³ã°ã¯ããŸããŸãªè·å Žãå Žé¢ã§æ±ããããã¹ãã«ã«ãªããŸããã ããããäœããå§ããã°ããã®ãããããªãããšæããæ¹ã¯å€ãã§ãã æ¬èšäºã§ã¯ãããã°ã©ãã³ã°ã®åºç€ç¥èããåŠç¿æ¹æ³ãå®è·µçãªæŽ»çšæ³ãŸã§è©³ãã解説ããŸãã
èšäºãèªãã°ãããã°ã©ãã³ã°ã®å šäœåãææ¡ããèªåã«åã£ãåŠç¿æ¹æ³ãèŠã€ããããŸãã ããã°ã©ãã³ã°ã¯æç³»çç³»ãåããã誰ã§ãåŠã¹ãã¹ãã«ã§ãã åå¿è ã«ãããããããèšèªããå§ããŠã段éçã«ã¹ãã«ã身ã«ä»ããŸãããã

ããã°ã©ãã³ã°ãšã¯PCã«æç€ºãåºããæå³ããåäœãå®çŸãããæè¡ã§ãã 人éãçè§£ã§ããèšèªã§æžããæç€ºãPCãçè§£ã§ãã圢ã«å€æããããŸããŸãªåŠçãå®è¡ãããŸãã 广çãªããã°ã©ãã³ã°ã®åºæ¬ã詳ããèŠãŠã¿ãŸãããã
ããã°ã©ãã³ã°èšèªã¯çšéã«ãã£ãŠããŸããŸãªçš®é¡ããããŸãã äž»èŠãªããã°ã©ãã³ã°èšèªã¯ä»¥äžã®ãšããã§ãã
ããã°ã©ãã³ã°èšèªã¯éçºã®ç®çãèŠæš¡ã«ãã£ãŠäœ¿ãåããŸãã åå¿è ã®å Žåã¯æ¯èŒçã·ã³ãã«ã§åŠã³ãããPythonãJavaScriptããå§ããã®ãããããã§ãã æ®µéçã«åŠã¹ã°ãå¹ åºãéçºã«å¯Ÿå¿å¯èœã§ãã
ããã°ã©ãã³ã°ã¯ããŸããŸãªåéã§æŽ»çšãããŠããŸãã äž»ãªçšéã¯ä»¥äžã®ãšããã§ãã
ããã°ã©ãã³ã°ã§ã¯æäœæ¥ã§ã¯å°é£ãªå€§éã®ããŒã¿åŠçãè€éãªèšç®ãèªååã§ããŸãã äŒæ¥ã®å£²äžããŒã¿ãåæããŠå°æ¥ã®äºæž¬ãç«ãŠããã顧客ã®è³Œè²·å±¥æŽããæé©ãªååãããããããããšãã£ã掻çšãå¯èœã§ãã
è¿å¹Žã§ã¯äººå·¥ç¥èœã®çºå±ã«ãããç»åèªèãèªç¶èšèªåŠçãªã©ãããé«åºŠãªåŠçãå®çŸã§ããããã«ãªããŸããã

ããã°ã©ãã³ã°ãåŠã¶ããšã§ãè«ççæèåã®åäžããã£ãªã¢ã®éžæè¢ã®æ¡å€§ãªã©ãããŸããŸãªã¡ãªãããåŸãããŸãã å ·äœçãªã¡ãªããã詳ããèŠãŠã¿ãŸãããã
ããã°ã©ãã³ã°ãåŠã¶ããšã§ãè«ççãªæèåã倧ããåäžããŸãã ããã°ã©ãã³ã°ã§ã¯ãè€éãªåé¡ãå°ããªéšåã«åè§£ããé åºç«ãŠãŠè§£æ±ºããèœåãå¿ èŠã§ãã ã²ãŒã ãäœãå Žåããã£ã©ã¯ã¿ãŒã®åããåŸç¹èšç®ãã¹ããŒãžã®åãæ¿ããªã©ãããŸããŸãªæ©èœãçµã¿åãããŸãã
ããã°ã©ãã³ã°ãéããŠãç©äºãæ§é åããŠæããèŠç¹ããåå ãšçµæã®é¢ä¿ãæç¢ºã«çè§£ããåã身ã«ä»ããŸãã ããã°ã©ãã³ã°ã§å¹ã£ãè«ççæèã¯ãä»äºãæ¥åžžç掻ã®ããŸããŸãªå Žé¢ã§æŽ»çšã§ãã貎éãªè²¡ç£ã§ãã

ããã°ã©ãã³ã°ã¹ãã«ã身ã«ä»ããããšã§ããã£ãªã¢ã®éžæè¢ã倧ããåºãããŸãã ITæ¥çã§æŽ»èºã§ããè·çš®ã¯ä»¥äžã®ãšããã§ãã
ããã°ã©ãã³ã°ã¹ãã«ã¯ç¹å®ã®æ¥çã«éãããããŸããŸãªåéã§éèŠããããŸãã äŒæ¥ã®ããžã¿ã«åãé²ãäžãæ¥åå¹çåãããŒã¿åæãªã©ãããã°ã©ãã³ã°ã®ç¥èãæŽ»ãããå Žé¢ãå¢ããŠããŸãã åšå® ããªã¢ãŒãã¯ãŒã¯ãªã©ãæè»ãªåãæ¹ãéžæã§ãããããã©ã€ãã¹ã¿ã€ã«ã«åããããã£ãªã¢èšèšãå¯èœã§ãã
ããã°ã©ãã³ã°ã¹ãã«ã身ã«ä»ããããšã§ãåå ¥ã¢ããã®æ©äŒãåºãããŸãã ITæ¥çã§ã¯é«åºŠãªæè¡ãæã€ãšã³ãžãã¢ã®éèŠãé«ããçµéšãšã¹ãã«ã«å¿ããŠå¹Žåãäžãããããã§ãã Webãµã€ããã¢ããªéçºã®ããªãŒã©ã³ã¹ãšããŠæŽ»åããã°ãè€æ°ãããžã§ã¯ãã®æãæã¡ãå¯èœã§ãã
» å人ã§ã®ã¢ããªéçºïœåºç€ç¥èããæåã®ããã®ãã€ã³ããŸã§è§£èª¬ïŒæ¥åå¹çåããŒã«ã®éçºãæè¡é¡§åãªã©ãããã°ã©ãã³ã°ã¹ãã«ã掻ããã坿¥ã«ãåãçµããŸãã ããã°ã©ãã³ã°ã¯å°æ¥æ§ã®ããæè¡ã§ãããç¶ç¶çãªåŠç¿ãšå®è·µãéããããšã§ãçå®ãªåå ¥ã¢ããã«ã€ãªãããŸãã

ããã°ã©ãã³ã°ãå¹ççã«åŠã¶æ¹æ³ã¯ä»¥äžã®ãšããã
ç¬åŠã§ããã°ã©ãã³ã°ãåŠã¶éã«æŽ»çšã§ããææã¯ã以äžã®ãšããã§ãã
ç¬åŠã®æå€§ã®ã¡ãªããã¯ãèªåã®ããŒã¹ã§åŠç¿ãé²ããããç¹ã§ãã ç¡æãäœäŸ¡æ Œã®ææãå€ããè²»çšãæããªããåŠç¿ã§ããŸãã
ããããç¬åŠã§ã¯ããããªãããšã質åã§ããçžæãããªããããã€ãŸãããéã®è§£æ±ºã«æéãããããŸãã
察çãšããŠãããã°ã©ãã³ã°ã³ãã¥ããã£ã«åå ããŠæ å ±äº€æãããããå人ãããžã§ã¯ããäœã£ãŠå®è·µçã«åŠã³ãŸãããã
ããã°ã©ãã³ã°ã¹ã¯ãŒã«ã¯ãå°éçãªæå°ãåããªããå¹ççã«åŠç¿ã§ããæ¹æ³ã§ãã ã«ãªãã¥ã©ã ã«æ²¿ã£ãŠäœç³»çã«åŠã¹ããããç¬åŠã§ã®é åããé¿ããããŸãã ã¹ã¯ãŒã«ã«ã¯è¬åž«ã«è³ªåã§ããç°å¢ããããããããªãããšãããã«è§£æ±ºã§ããã®ã匷ã¿ã§ãã
åãç®æšãæã€ä»²éãšã®äº€æµãéããŠãã¢ãããŒã·ã§ã³ãç¶æããããç¹ãç¹åŸŽã§ãã ããããã¹ã¯ãŒã«ã¯è²»çšãããããããäºç®ãšçžè«ããªããéžã¶å¿ èŠããããŸãã ã«ãªãã¥ã©ã ã®å 容ããµããŒãäœå¶ãå°±è·æ¯æŽã®æç¡ãªã©ãèªåã®ç®çã«åã£ãã¹ã¯ãŒã«ãéžã³ãŸãããã

ããã°ã©ãã³ã°åå¿è ãæåã«åŠã¶èšèªã¯ãç¿åŸã®ãããããšæŽ»çšç¯å²ãèæ ®ããŠéžã³ãŸãã 代衚çãªå ¥éåãèšèªã詳ããèŠãŠã¿ãŸãããã
HTMLã¯WebããŒãžã®åºæ¬æ§é ãäœãèšèªã§ãã ãã©ãŠã¶ã§çŽæ¥è¡šç€ºã§ãããããåŠç¿ã®ææãããã«ç¢ºèªã§ããŸãã ã¿ã°ã䜿ã£ãŠææžæ§é ãå®çŸ©ããããã¹ããç»åããªã³ã¯ãªã©ã®èŠçŽ ãé 眮ããŸãã HTMLã¯ä»ã®ããã°ã©ãã³ã°èšèªãšæ¯ã¹ãŠææ³ãã·ã³ãã«ã§ãåå¿è ã§ãçè§£ããããèšèªã§ãã
HTMLãCSSãJavaScriptãšçµã¿åãããããšã§ãããé åçãªWebãµã€ããäœããŸãã ããã°ã©ãã³ã°åŠç¿ã®ç¬¬äžæ©ãšããŠãå€ãã®æ¹ãHTMLããå§ããŠããŸãã

CSSã¯WebããŒãžã®ãã¶ã€ã³ãå¶åŸ¡ããèšèªã§ãã æåã®å€§ãããè²ãèæ¯è²ãªã©ãèŠãç®ã«é¢ããæå®ãã§ããŸãã HTMLãšçµã¿åãããŠäœ¿çšããããšã§ãçŸããWebãµã€ããäœããŸãã CSSã¯ã³ãŒãã®èšè¿°ãã·ã³ãã«ã§ã倿Žããçµæããã©ãŠã¶ã§ããã«ç¢ºèªã§ãããããèŠèŠçã«åŠç¿ãé²ããããç¹ãé åã§ãã
è¿å¹Žã¯ã¬ã¹ãã³ã·ããã¶ã€ã³ãéèŠèŠãããŠããŸãã CSSãªããã¹ããŒããã©ã³ãã¿ãã¬ãããªã©ãããŸããŸãªç»é¢ãµã€ãºã«å¯Ÿå¿ãããã¶ã€ã³ãå®çŸã§ããŸãã Webãã¶ã€ããŒãããã³ããšã³ããšã³ãžãã¢ãç®æãæ¹ã«ãšã£ãŠãå¿ é ã®èšèªã§ãã
JavaScriptã¯ãWebãµã€ãã«åãã察話æ§ãå ããèšèªã§ãã ãã¿ã³ã®ã¯ãªãã¯æã®åäœããã©ãŒã ã®å ¥åãã§ãã¯ãã¢ãã¡ãŒã·ã§ã³ã®å®è£ ãªã©ãã€ã³ã¿ã©ã¯ãã£ããªèŠçŽ ãäœããŸãã åºæ¬çãªææ³ã¯æ¯èŒçã·ã³ãã«ã§ãHTMLãCSSã®ç¥èãããã°åŠã³ãããèšèªã§ãã
è¿å¹Žã¯ããã³ããšã³ãéçºã®äžå¿çãªèšèªãšããŠæŽ»çšãããŠãããè±å¯ãªã©ã€ãã©ãªããã¬ãŒã ã¯ãŒã¯ãçšæãããŠããŸãã ã¢ãã³ãªWebã¢ããªã±ãŒã·ã§ã³ã®éçºã«ã䜿ããããµãŒããŒãµã€ãã§å®è¡ã§ããŸãã å®è·µçãªããã°ã©ãã³ã°èšèªãšããŠããã£ãªã¢ã®å¹ ãåºããäžã§ãéèŠãªèšèªã§ãã

Pythonã¯ãã·ã³ãã«ã§èªã¿ãããææ³ãç¹åŸŽã®èšèªã§ãã è±èªã«è¿ãèªç¶ãªèšè¿°ãã§ããåå¿è ã§ãçè§£ãããããããããã°ã©ãã³ã°å ¥éã«é©ããŠããŸãã ããŒã¿åæãæ©æ¢°åŠç¿ãAIéçºãªã©ãå¹ åºãåéã§æŽ»çšãããŠãããéèŠã®é«ãèšèªã§ãã
è±å¯ãªã©ã€ãã©ãªãçšæãããŠãããããè€éãªåŠçãæ¯èŒçå°ãªãã³ãŒãã§å®çŸã§ããŸãã ããã°ã©ãã³ã°ã®åºç€æŠå¿µãåŠã¶ã®ã«ãåããŠããããšãããä»ã®èšèªãç¿åŸããéã«ãæçšãªèšèªã§ãã äŒæ¥ã§ã®æ¡çšãå¢ããŠãããå°æ¥æ§ã®ããèšèªãšããŠæ³šç®ãããŠããŸãã

ããã°ã©ãã³ã°ã¹ãã«ã掻ãããè·çš®ã¯å€æ§åããŠããŸãã åè·çš®ã®ç¹åŸŽãšå¿ èŠãªã¹ãã«ã詳ããèŠãŠã¿ãŸãããã
ããã°ã©ããŒã®äž»ãªä»äºå 容ã¯ä»¥äžã®ãšããã§ãã
ããã°ã©ããŒã¯ãèŠä»¶å®çŸ©ã«ããšã¥ããŠããã°ã©ã ãäœæããåäœç¢ºèªããããã°ãè¡ããŸãã è€æ°ã®ããã°ã©ãã³ã°èšèªã䜿ãããªããå¹ççãªã³ãŒããæžãæè¡ãæ±ããããŸãã ããŒã ã§ã®éçºãäžè¬çãªãããã³ãã¥ãã±ãŒã·ã§ã³èœåãéèŠã§ãã
ããã°ã©ããŒãšããŠã®ãã£ãªã¢ãç©ãããšã§ãã·ã¹ãã ãšã³ãžãã¢ããããžã§ã¯ããããŒãžã£ãŒãžã®ã¹ãããã¢ãããå¯èœã§ãã

ã·ã¹ãã ãšã³ãžãã¢ã¯ã顧客ã®ããŒãºã«åãããã·ã¹ãã ã®èšèšããéçºãéçšãŸã§ãæ åœããŸãã èŠä»¶å®çŸ©ãåºæ¬èšèšã詳现èšèšãªã©ã®äžæµå·¥çšãããããã°ã©ãã³ã°ããã¹ããªã©ã®äžæµå·¥çšãŸã§ãå¹ åºãæ¥åã«æºãããŸãã ãããžã§ã¯ã管çãããŒã ãããžã¡ã³ããéèŠãªåœ¹å²ã§ãã
æè¡åã ãã§ãªããã³ãã¥ãã±ãŒã·ã§ã³èœåãåé¡è§£æ±ºèœåãæ±ããããè·çš®ã§ãã ã·ã¹ãã ãšã³ãžãã¢ã¯å€ãã®å Žåãããã°ã©ããŒããã¹ãããã¢ããããè·çš®ãšããŠäœçœ®ä»ããããŠããŸãã
ããŒã¿ãµã€ãšã³ãã£ã¹ãã®äž»ãªæ¥åå 容ã¯ä»¥äžã®ãšããã§ãã
ããŒã¿ãµã€ãšã³ãã£ã¹ãã¯ã倧éã®ããŒã¿ããæçšãªæ å ±ãåŒãåºããããžãã¹äžã®æææ±ºå®ã«æŽ»ããå°éå®¶ã§ãã PythonãRãªã©ã®çµ±èšè§£æçšèšèªã䜿ããããŒã¿ã®ååŠçããåæãå¯èŠåãŸã§ãè¡ããŸãã çµ±èšåŠãæ©æ¢°åŠç¿ã®ç¥èãå¿ èŠã§ãã ããžãã¹èª²é¡ãçè§£ããããŒã¿ã«åºã¥ã解決çãææ¡ããèœåãæ±ããããŸãã

Webãã¶ã€ããŒã¯ãWebãµã€ãã®èŠãç®ã®è¯ããšäœ¿ããããã远æ±ããè·çš®ã§ãã HTMLãšCSSã®åºæ¬çãªç¥èã¯å¿ é ã§ãJavaScriptãªã©ã®ããã°ã©ãã³ã°ã¹ãã«ããããšæå©ã«ãªããŸãã ãã¶ã€ã³ã»ã³ã¹ãšãŠãŒã¶ãŒäœéšã®çè§£ãéèŠã§ãããŸããŸããã€ã¹ã«å¯Ÿå¿ããã¬ã¹ãã³ã·ããã¶ã€ã³ã®ç¥èãå¿ èŠã§ãã
è¿å¹Žã¯Webãµã€ãã®è¡šçŸæ¹æ³ã倿§åããŠãããã¢ãã¡ãŒã·ã§ã³ãåçãªã³ã³ãã³ããå®è£ ããã¹ãã«ãæ±ããããŸãã ãã¶ã€ã³ããŒã«ã®äœ¿çšã«å ããåºæ¬çãªããã°ã©ãã³ã°ã¹ãã«ãæã€ããšã§ãããåµé çãªè¡šçŸãå¯èœã§ãã
AIãšã³ãžãã¢ã®äž»ãªæ¥åå 容ã¯ä»¥äžã®ãšããã§ãã
æ©æ¢°åŠç¿ã¢ãã«ã®èšèšãšå®è£ 深局åŠç¿ã¢ã«ãŽãªãºã ã®éçº èªç¶èšèªåŠçã·ã¹ãã ã®æ§ç¯ ç»åèªèã·ã¹ãã ã®éçº AIã¢ãã«ã®è©äŸ¡ãšæ¹å
AIãšã³ãžãã¢ã¯ã人工ç¥èœæè¡ã掻çšããã·ã¹ãã ãã¢ããªã±ãŒã·ã§ã³ã®éçºãè¡ããŸãã Pythonãäžå¿ãšããããã°ã©ãã³ã°èšèªãšãTensorFlowãªã©ã®æ©æ¢°åŠç¿ãã¬ãŒã ã¯ãŒã¯ã䜿çšããã®ãäžè¬çã§ãã æ°åŠãçµ±èšåŠã®ç¥èãå¿ èŠã§ãåžžã«ææ°ã®æè¡ååããã£ããã¢ããããå¿ èŠããããŸãã

ããã°ã©ãã³ã°ãåŠã¶éã«ãããã質åã«åçããŸããã å®å¿ããŠããã°ã©ãã³ã°ãåŠç¿ãããåå¿è ã®æ¹ã¯åèã«ããŠãã ããã
ããã°ã©ãã³ã°ã¯çç³»æç³»ãåããã誰ã§ãåŠç¿ã§ããã¹ãã«ã§ãã 確ãã«æ°åŠçãªèãæ¹ãæŽ»ããå Žé¢ããããŸãããåºæ¬çãªããã°ã©ãã³ã°ã«é«åºŠãªæ°åŠã¯å¿ èŠãããŸããã ãããéèŠãªã®ã¯ãç©äºãé åºç«ãŠãŠèããè«ççæèåã§ãã
ããã°ã©ãã³ã°ã¯æ®µéçã«åŠç¿ã§ããããèšèšãããŠãããåå¿è åãã®èšèªããå§ããããšã§ãç¡çãªãæè¡ã身ã«ä»ããããŸãã å®éã«ãæç³»åºèº«ã®ããã°ã©ããŒãå€ãã§ãã 衚çŸåãèšèªæèŠã®è¯ãã¯ãããã°ã©ãã³ã°ã§ã倧åãªèŠçŽ ã«ãªããŸãã
ããã°ã©ãã³ã°ãå§ããéã«å¿ èŠãªPCã®åºæ¬ã¹ããã¯ã¯ä»¥äžã®ãšããã§ãã
åå¿è ã®ããã°ã©ãã³ã°åŠç¿ã§ããã°ãäžè¬çãªããŒãPCã§ãåå察å¿ã§ããŸãã éçºç°å¢ã«ãã£ãŠå¿ èŠãªã¹ããã¯ã¯ç°ãªããŸãããã¡ã¢ãªã¯å€ãã»ã©å¿«é©ã«äœæ¥ã§ããŸãã ç»é¢ã倧ãããšè€æ°ã®ãŠã£ã³ããŠãéããŠäœæ¥ããããã§ãã ã²ãŒã éçºã3DåŠçãè¡ãå Žåã¯ãã°ã©ãã£ãã¯ã¹ã«ãŒãã®æ§èœãèæ ®ããŸãã

ããã°ã©ãã³ã°ã¯ãæç³»çç³»ãåãã誰ã§ãåŠã¹ãå®è·µçãªã¹ãã«ã§ãã é©åãªèšèªéžã³ãšåŠç¿æ¹æ³ã§ã段éçã«ã¹ãã«ã身ã«ä»ããããŸãã ããã°ã©ãã³ã°ãç¿åŸããããšã§ãè«ççæèåã®åäžããã£ãªã¢ã®å¹ ã®æ¡å€§ãåå ¥ã¢ãããªã©ãããŸããŸãªã¡ãªãããåŸãããŸãã
åå¿è ã®æ¹ã¯ãHTMLãPythonãªã©æ¯èŒçåŠã³ãããèšèªããå§ããåŸã ã«ã¹ãã«ãé«ããŠãã ããã ããã°ã©ãã³ã°åŠç¿ãéããŠãæ°ããå¯èœæ§ãåºããŸãããã